Systematic statistical analysis of microbial data from dilution series

DOI10.1007/s13253-020-00397-0OpenAlexW3029869254MaRDI QIDQ2209871

J. Andres Christen, Albert E. Parker

Publication date: 5 November 2020

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2003.09039

zbMATH Keywords

Bayesian inferenceMCMChierarchical modelsbinomial likelihooddilution experiments

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Related Items (1)

Particle count estimation in dilution series experiments

Uses Software

• lme4
• t-walk
• Rtwalk

Cites Work

• Computational enhancements to Bayesian design of experiments using Gaussian processes
• A general purpose sampling algorithm for continuous distributions (the t-walk)
• Polynomial Accelerated Solutions to a Large Gaussian Model for Imaging Biofilms: In Theory and Finite Precision
• Practical Markov Chain Monte Carlo
• Sample Selection in Radiocarbon Dating
• Bayes Factors
• GRADIENT-BASED STOCHASTIC OPTIMIZATION METHODS IN BAYESIAN EXPERIMENTAL DESIGN
• Generalized Poisson Distribution: the Property of Mixture of Poisson and Comparison with Negative Binomial Distribution
• A Generalization of Sampling Without Replacement From a Finite Universe

This page was built for publication: Systematic statistical analysis of microbial data from dilution series